Upload Date | October 18 2022 03:25 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 7 Pro |
Model ID | Google Pixel 7 Pro |
Motherboard | cheetah |
Governor | sched_pixel |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.35 GHz |
Cluster 3 | 2 Cores @ 2.85 GHz |
Memory Information | |
---|---|
Size | 11.15 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
466
50.0 IPS |
|
Image Classification (F16)
|
100% |
6881
737.3 IPS |
|
Image Classification (I8)
|
79% |
11029
1.18 KIPS |
|
Image Segmentation (F32)
|
100% |
614
3.79 IPS |
|
Image Segmentation (F16)
|
96% |
10580
65.4 IPS |
|
Image Segmentation (I8)
|
89% |
34276
211.7 IPS |
|
Pose Estimation (F32)
|
100% |
451
1.82 IPS |
|
Pose Estimation (F16)
|
100% |
5799
23.5 IPS |
|
Pose Estimation (I8)
|
80% |
13345
54.0 IPS |
|
Object Detection (F32)
|
100% |
385
13.5 IPS |
|
Object Detection (F16)
|
100% |
1605
56.3 IPS |
|
Object Detection (I8)
|
50% |
1873
65.7 IPS |
|
Face Detection (F32)
|
100% |
789
9.06 IPS |
|
Face Detection (F16)
|
98% |
11372
130.7 IPS |
|
Face Detection (I8)
|
75% |
24394
280.3 IPS |
|
Text Classification (F32)
|
100% |
71
27.9 IPS |
|
Text Classification (F16)
|
100% |
1271
502.8 IPS |
|
Machine Translation (F32)
|
100% |
689
106.1 IPS |
|
Machine Translation (F16)
|
100% |
691
106.5 IPS |